Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Issues And Trends In Healthcare Delivery System01:29

Issues And Trends In Healthcare Delivery System

5.8K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
5.8K
Health Information Technology and Healthcare Information System01:30

Health Information Technology and Healthcare Information System

908
Health Information Technology (HIT)
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
908
Statistical Software for Data Analysis and Clinical Trials01:12

Statistical Software for Data Analysis and Clinical Trials

766
Statistical software is pivotal in data analysis and clinical trials by providing tools to analyze data, draw conclusions, and make predictions. These software packages range from simple data management applications to complex analytical platforms, supporting various statistical tests, models, and simulation techniques. Their significance lies in their ability to handle vast amounts of data with precision and efficiency, enabling researchers to validate hypotheses, identify trends, and make...
766
Statistical Analysis System (SAS)01:14

Statistical Analysis System (SAS)

319
SAS, short for Statistical Analysis System, is a powerful data analysis, management, and visualization tool. Developed by the SAS Institute in the early 1970s, SAS has evolved into a comprehensive software suite used across various industries for statistical analysis, business intelligence, and predictive modeling.
Applications: SAS finds applications in numerous fields, including healthcare for clinical trial analysis, finance for risk assessment, marketing for customer data analysis, and...
319
Biostatistics: Overview01:20

Biostatistics: Overview

359
Biostatistics plays a crucial role in understanding and analyzing data in healthcare and biology. Biostatisticians conduct experiments, gather evidence, and draw meaningful conclusions using statistical methods and techniques. Different variables form the foundation of biostatistical analysis, allowing researchers to understand and interpret data effectively. These variables are classified into different types, each serving a specific purpose in statistical analysis.
Discrete variables are...
359
Overview of Biostatistics in Health Sciences01:19

Overview of Biostatistics in Health Sciences

664
Biostatistics involves the application of statistical techniques to scientific research in health-related fields, including biology and public health. These techniques are essential for designing studies, collecting data, and analyzing it to draw meaningful conclusions. Given the complexity of biological processes, particularly in studies involving human subjects, biostatistical methods are crucial for effectively organizing and interpreting data that might otherwise obscure underlying patterns...
664

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Academic performance of physical therapy students participating in a student-led pro bono clinic: a quasi-experimental, cohort study across two orthopedic courses.

Journal of clinical education in physical therapy·2026
Same author

Synergy of Information in Multimodal Internet of Things Systems-Discovering the Impact of Daily Behaviour Routines on Physical Activity Level.

Sensors (Basel, Switzerland)·2025
Same author

Impact of midwife continuity of carer on stillbirth rate and first feed in England.

Communications medicine·2025
Same author

Personalised Risk Modelling for Older Adult Cancer Survivors: Combining Wearable Data and Self-Reported Measures to Address Time-Varying Risks.

Sensors (Basel, Switzerland)·2025
Same author

Artificial intelligence methods applied to longitudinal data from electronic health records for prediction of cancer: a scoping review.

BMC medical research methodology·2025
Same author

Systems for Identification and Location of Items at Scale: Study of Scan4Safety in Leeds Hospitals.

Studies in health technology and informatics·2024
Same journal

Correction: Grewal et al. Diversity and Representation in Cardiovascular Research: Evidence Gaps, Emerging Models, and Policy Implications. <i>Int. J. Environ. Res. Public Health</i> 2026, <i>23</i>, 241.

International journal of environmental research and public health·2026
Same journal

Drinking Water Quality and Health Risk Assessment in Rural Ghana: Evidence from North-East and North Gonja Districts in the Savannah Region.

International journal of environmental research and public health·2026
Same journal

Physical Activity of University Students During COVID-19 Restrictions: Evidence from Poland.

International journal of environmental research and public health·2026
Same journal

Assessment of Occupational Health and Safety Hazards in Mosquito Control Personnel in North Carolina and Virginia, USA.

International journal of environmental research and public health·2026
Same journal

Association Between Dysfunctional Parenting Practices and Suspected Gaming Disorder Among Japanese Male Junior High School Students: A Cross-Sectional Study of Parental Assessment.

International journal of environmental research and public health·2026
Same journal

A National Virtual Peer Support Group for Women Veterans Living with Breast Cancer: Lessons from the Field.

International journal of environmental research and public health·2026
See all related articles

Related Experiment Video

Updated: Sep 3, 2025

Cloud-Based Phrase Mining and Analysis of User-Defined Phrase-Category Association in Biomedical Publications
09:20

Cloud-Based Phrase Mining and Analysis of User-Defined Phrase-Category Association in Biomedical Publications

Published on: February 23, 2019

8.8K

Building Process-Oriented Data Science Solutions for Real-World Healthcare.

Carlos Fernandez-Llatas1,2, Niels Martin3,4, Owen Johnson5

  • 1SABIEN-Institute of Information and Communication Technologies (ITACA), Universitat Politecnica de Valencia, Camino de Vera S/N, 46022 Valencia, Spain.

International Journal of Environmental Research and Public Health
|July 27, 2022
PubMed
Summary
This summary is machine-generated.

Artificial Intelligence (AI) in medicine faces challenges. Process Mining offers tools for explainable AI, enabling collaboration between data scientists and healthcare professionals to improve patient care.

Keywords:
COVID-19artificial intelligencehealthcareprocess miningprocess-oriented data science

More Related Videos

Databases to Efficiently Manage Medium Sized, Low Velocity, Multidimensional Data in Tissue Engineering
09:43

Databases to Efficiently Manage Medium Sized, Low Velocity, Multidimensional Data in Tissue Engineering

Published on: November 22, 2019

6.4K
Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
07:31

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack

Published on: May 15, 2020

7.2K

Related Experiment Videos

Last Updated: Sep 3, 2025

Cloud-Based Phrase Mining and Analysis of User-Defined Phrase-Category Association in Biomedical Publications
09:20

Cloud-Based Phrase Mining and Analysis of User-Defined Phrase-Category Association in Biomedical Publications

Published on: February 23, 2019

8.8K
Databases to Efficiently Manage Medium Sized, Low Velocity, Multidimensional Data in Tissue Engineering
09:43

Databases to Efficiently Manage Medium Sized, Low Velocity, Multidimensional Data in Tissue Engineering

Published on: November 22, 2019

6.4K
Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
07:31

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack

Published on: May 15, 2020

7.2K

Area of Science:

  • Medical Informatics
  • Artificial Intelligence in Healthcare
  • Data Science Applications

Background:

  • The COVID-19 pandemic exposed challenges in applying Artificial Intelligence (AI) to medicine.
  • Healthcare providers need AI to understand and enhance daily medical practices.
  • Process-Oriented Data Science (PODS) actively analyzes AI in healthcare, identifying challenges and solutions.

Discussion:

  • Integrating community efforts is crucial for realizing AI's potential in healthcare.
  • Medical experts require supportive tools and frequent interaction with data miners for co-created solutions.
  • Process Mining provides accessible tools for developing understandable and explainable AI.

Key Insights:

  • Process Mining enables a data-driven approach for medical experts to interactively discover real-world evidence.
  • Collaboration between Process-Oriented Data Science and healthcare professionals is essential.
  • Developing practical, understandable AI solutions addresses real-world clinical questions.

Outlook:

  • Closer collaboration between data scientists and healthcare professionals is needed.
  • A shared vision will better prepare the field for future healthcare challenges.
  • Focus on building useful, understandable AI solutions for daily medical practice.